{"id":"W2156780556","doi":"10.1007/s10227-003-0159-0","title":"Trends in Invasive Cutaneous Melanoma in Saskatchewan 1970?1999","year":2003,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Cancer Agency; University of Manitoba","funders":"Saskatchewan Cancer Agency","keywords":"Medicine; Dermatology; Melanoma; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008997025,0.0002945675,0.001246032,0.002393772,0.00004490128,0.00001739812,0.00007911839,0.0001619032,0.0007001499],"category_scores_gemma":[0.0009401339,0.0002280352,0.0002094583,0.0008553991,0.0001413331,0.00008420434,0.00002006963,0.0005991485,0.000006986245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040337,"about_ca_system_score_gemma":0.0002966021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002502968,"about_ca_topic_score_gemma":0.001686445,"domain_scores_codex":[0.9971755,0.0001922065,0.00133226,0.0002802265,0.0005772716,0.0004425043],"domain_scores_gemma":[0.9978781,0.000951939,0.0004381236,0.0002387256,0.0001303607,0.0003628012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.004230712,0.00133949,0.2353158,0.0006274771,0.0005497127,0.3993786,0.01055562,0.0001312776,0.01078905,0.0002857634,0.05548307,0.2813134],"study_design_scores_gemma":[0.00709477,0.004741064,0.01439486,0.003457384,0.000552837,0.7400841,0.02873048,0.0001200487,0.002042697,0.001123965,0.1967606,0.0008971706],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823552,0.002678032,0.00002390918,0.003200719,0.0007908596,0.0001692911,0.000001164744,0.00002002023,0.01076075],"genre_scores_gemma":[0.992876,0.00206682,0.0001585806,0.001656444,0.0002921337,0.000003420074,0.000004318295,0.00003325993,0.00290901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3407055,"threshold_uncertainty_score":0.9299006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159660811658374,"score_gpt":0.2589931128365627,"score_spread":0.2373965047199789,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}